2002 International Conference on Machine Learning and Cybernetics. Proceedings Volume 2 of 4

Transcription

1 2002 International Conference on Machine Learning and Cybernetics Proceedings Volume 2 of 4 TECHNISCHE INFORMATIONSBIBLIOTHEK UNIVERSITATSBIBLIOTHEK HANNOVER November 4-5,2002 Prime Hotel Beijing, CHINA IEEE Catalog Number: 02EX583 ISBN: Library of Congress: Sponsored by Hebei University and the IEEE Systems, Man and Cybernetics Technical Committee on Cybernetics UB/TIB Hannover

2 Clonal Operator and Antibody Clone Algorithms Hai-Feng Du, Li-Cheng Jiao and Sun-An Wang 506 A Composite Controller Based on Fuzzy Rules and Neural Networks for Soccer Robot System Chang-Hai Xu, Hua-Ming Li and Xin-He Xu 511 An Effective Projection-Reduction Algorithm for Mining Long Frequents Xiao-Feng Wang, Tian-Ran Wang and Yue Zhao 515 The Identification of Industrial Processes Based on S VM Li-Na Li and Chao-Zhen Hou 520 An Intrusion Detection Systembased on Data Mining and Immune Principles Jun-Zhong Zhao and Hou-Kuan Huang \ 524 A Neural Network Case-Based Reasoning and its Application Zhi-Wei Ni, Yi-Juan Lu, Long-Shu Li and Rui-Yu Jia 529 Finding Terminology Translations From Hyperlinks on the Internet Shuang-Qing Yuan, Fang Li and Huan-Ye Sheng 533 Study of Data Mining Based Machinery Fault Diagnosis Dong Jiang, Shi-Tao Huang, Wen-Ping Lei and Jin-Yan Shi 536 A Dynamic Multicast Grouping Approach in Distrubuted Interactive Simulation Zhong-Jian Dai, Chao-Zhen Hou and Li-Min Su 540 Pi-Tuning Methods Based on GA Pei-JinWang 544 Evolving Support Vector Machine Parameters ANH Tran Quang, Qian-Li Zhang and Xing Li 548 A Kind of Ant Colony Algorithm for Function Optimization Wei-Qing Xiong and Ping Wei 552 A Sparse-Feature-Based Face Detector Xiao-Feng Lu, Nan-Ning Zheng and Song-Feng Zheng 556 Study on Evolutionary Self-Adaptation Model-Building Xiao-Ou Li and Huan-Qing Feng 561 R&D of the Ladle Furnace's Mathematic Model Wu-Shan Cheng, Shu-Guang Tang, Qi-Zhong Liu and Min-Rui Fei 566 Personal Agent for Hig Hlighting Interesting Words Xiao Peng, Zheng Chen, Shao-Ping Ma, Wen-Yin Liu and Wei-Ying Ma 572 Design and Implementation of Educational Platform in Robocup Simulation Games Wei Ning, Yan-Nan Zhao, Ze-Hong Yang, Yun-Peng Cai, Rui Ma and Jia-Xin Wang 578 Monitoring Faults Self-Consciously in the Real Tune Dual Working System Based on High Performance Network Tao Wu, Dan Feng And Jiang-Ling Zhang 582 Knowledge-Increasable Learning Behaviors Research of Neural Field Si-Wei Luo, Jin-Wei Wen and Hua Huang 586 Identification of Digital Elevation Annotation in Scanned Map Rui Chen, Hua Li, Jian-Qing Zhang and Zu-Xun Zhang 591 An Operable and Systemic Approach to Designing Organizations Dong-Sheng Yang, Zhong Liu, Wei-Ming Zhang and Wen-Wei Chen 596 Chinese POS Tagging Based on Maximum Entropy Model Jian Zhao and Xiao-Long Wang 601 The Intelligent Strategy of Migrating Data Based on the Network-Attached Disk Array Storage System Tao Wu, Dan Feng and Jiang-Ling Zhang 606 The Approach of Extracting Features From the Local Environment for Mobile Robot Wei Hong Yan-Tao Tian and Zai-Li Dong 611 Constructing Decision Tree With Continuous Attributes for Binary Classification Yan-Huang Jiang, Hai-Fang Zhou and Xue-Jun Yang 617 Einforcement Learning Based on Human-Computer Interaction Fang Liu and Jian-Bo Su 623 A Glass Bottle Defect Detection System without Touching Hui-Min Ma, Guang-Da Su, Jun-Yan Wang and Zheng Ni 628 Previewing Control System of Automatic Height Adjustment for Drum-Type Coal Excavator Based on Memory Cutting with Identification of Object Model by Genetic Algorithm Mu-Qin Tian and Shi-Bo Xiong 633 Dynamic Properties of Elman and Modified Elman Neural Network Yuan-Chu Cheng, Wei-Min Qi and Wei-You Cai 637 Mathematical-Expressions-Based Knowledge Discovery Method and its Application in Verification of Incompatibility of Water and Fire Xing-Ming Sun, Huo-Wang Chen, Jian-Ping Yin and Xin-Hai Jing 641

3 RIDAS a Rough Set Based Intelligent Data Analysis System Guo-Yin Wang, Zheng Zheng and Yi Zhang 646 Multi-Agent Learning Methods in an Uncertain Environment Shu-Hua Liu and Yan-Tao Tian 650 The Simulation of Failure Parameter in a Real Time Monitoring and Analyzing System Based on RBFN Nian-SuHu,Yu Zhao and Jun-FenWu 655 A PD-Type Open-Closed-Loop Iterative Learning Control and Its Convergence for Discrete Systems Shao-Juan Yu, Ju-Hua Wu and Xue-Wen Yan 659 Hierarchical Web Image Classification by Multi-Level Features Shou-Bin Dong and Yi-Ming Yang 663 Spoken Dialogue Management as Planning and Acting Under Uncertainty Xin-Zhong Zhu and Jian-Min Zhao 669 The Application of Intelligent Integral Realized by Fuzzylogic for Hydroturbine Governing System Guang-DaChen, Wei-You Cai, Han-Ke Xu and Mian-Hua Huang 674 Selective MCE Training Strategy in Mandarin Speech Recognition Jian-Min Zhao, Xin-Zhong Zhu and Hui-Ying Xu 679 An Artificial Life and Genetic Algorithm Based on Optimization Approach with New Selecting Methods Chen Yang, Hao Ye, Jing-Chun Wang and Ling Wang 684 The Study on Technologies for Feature Selection Jun Zhao, Guo-Yin Wang, Zhong-Fu Wu, Hong Tang and Hua Li 689 A New Algorithm for Nonlinear Mathematical Programming Based on Fuzzy Inference Tao Wang and Yan-Ping Wang 694 An Optimal Design of Fuzzy Controller for Highpower Oil Transfer System Jun Liu, Ding Liu, Guang-Hui Zhang and Pu-Sheng Wu 699 Mining Association Rule Oriented Data Cube and its Application Hong Shi, Ji-Fu Zhang and Lian Zheng 705 Ant System Algorithm Based Rosenbrock Function Optimization in Multi-Dimension Space Lei Wang, Xiao-Ping Wang and Qi-Di Wu 710 Neural Network Learning of the Multi-Target Fuzzy Decision Process Lei Wang, Xiao-Ping Wang and Qi-Di Wu 715 Construction and Application of Bayesian Networks an Flood Decision Supporting System Shao-Zhong Zhang, Nan-Hai Yang and Xiu-Kun Wang 718 A SRG-Based Online Composite Graphic Recognition Strategy for Sketch-Based User Interface Xiao-Gang Xu, Zheng-Xing Sun, Bin-Bin Peng and Xiang-Yu Jin 723 Meta-Information in Rough Set Theory Jian Su and Ji Gao 729 Tuning of Neuro-Fuzzy Controller by Real-Coded Genetic Algorithm with Application to an Autonomous Underwater Vehicle Control System Hua-Nan Yu, Jia-Min Zhao and Yu-Ru Xu 735 Robot Self-Learning Visual Servoing Algorithm Using Neural Networks Yan-Xi Yang, Ding Liu and Han Liu 739 A Study on Spatial Attribute Data Mining Based on Rough Set Long-Shu Li, Bin Tang, Zhi-Wei Ni and Tao Yang 743 A HGA Based on The Analysis of Best Value Region and Application to The Fuzzy Controller Kang-Ling Fang, Hai-Chang Gu and Wei-Hua Huang 747 Networked Control System Design and Implementation Jian-Ming Zhang and Shu-Qing Wang 750 A Learning Strategy in CBIR System Design Sheng-Rong Gong, Zhao-Hui Wang and Jian-Min Zhao 754 Stability Analysis of Networked Control System Lei Xie, Jian-Ming Zhang and Shu-Qing Wang 757 Learning Algorithm for Neural Network with Alternating Process Wei-Guo Liu, Lin Yong and Yong-Xuan Huang 760 Checking on The Quality of Gauge Panel Based on Wavelet Analysis Shu-Guang Liu, Ming-Yuan Liu and Yue He 763 Regulated Morphological Operations with Weighted Structuring Element Xu-Hong Tian, Qing-Hua Li and Shang-Wei Yan 768 Unsteady Fault Diagnosis Method for Chemical Process Based on SVM Shui Yu, Fan-Yuan Ma, Jian-Xue Chen, Xing-Guo Yin and Hong-Bo Shi 772 Comparative Study of Control Methods of Single-Rotational Inverted Pendulum Ke Xu and Xu-Dong Duan 776 Social Cognitive Optimization for Nonlinear Programming Problems Xiao-Feng Xie, Wen-Jun Zhang and Zhi-Lian Yang 779

4 A Modified Neuron Model-Free Controller with PID Turning Gain for Hydroelectric Generating Units Jian-Ming Zhang and Shu-Qing Wang 784 Intelligent System of Cable Fault locationand its Data Fusion Mei Wang, Yuan -Bin Hou and Jian-Ping Wang 788 Web Documents Mining Qin-Bao Song, Nai-Qian Li, Jun-Yi Shen and Li-Ming Chen 791 Anti-Control of Chaos Based on Fuzzy Neural Networks Inverse System Method Hai-Peng Ren and Ding Liu 796 Form Recognition for Johann Strauss'S Waltz Centos Based on Music Features Dan Liu, Nai-Yao Zhang and Han-Cheng Zhu 800 Research of Automatic Chinese Word Segmentation Kai-Ying Liu Jia-Heng Zheng 805 Adaptive Fuzzy Control Scheduling of Hybrid Real-Time Systems Xiao-Yong Huai, Yong Zou and Ming-Shu Li 810 A New RBF Neural Network Control Strategybased on New Object Function Ya-Min Wan, Sun-an Wang and Hai-Feng Du 816 A Generalized Image Enhancement Algorithm Using Fuzzy Sets and its Apllication Dong-Liang Peng and Tie-Jun Wu 820 A Hybrid Dialogue Management Approach for a Flight Spoken Dialogue System Xiao-Jun Wu, Fang Zheng and Wen-Hu Wu 824 KWA: an Improved Question Matching Algorithm Based on Keywords' Weight Analysis Tong-Zhen Zhang, Rui-Min Shen and Peng Han 830 Heuristic Genetic Algorithm for Minimal Reduct in Decision System Based on Rough Set Theory Jian-Hua Dai and Yuan-Xiang Li 833 Robust Pole Placement Using Genetic Algorithms Jin Ouyang and Wei-Dong Qu 837 Adaptive Control in Heter-Raid System Fang Wang, Jiang-Ling Zhang, Dan Feng, Tao Wu and Ke Zhou 842 Social Conventions in Multi-Agent Systems Chang-Hong Li, Min-Qiang Li and Ji-Song Kou 846 Multi-Agent Based Distributed Chemical Process Monitoring and Diagnosis Jing-Gao Sun, Xin-Bin Yang and Dao Huang 851 Neural Network Based Online Self-Learning Adaptive PID Control for Automatic Ranging Cutting Height of Shearer Tie-Mei Yang and Shi-Bo Xiong : 857 Autonomous Micro-Helicopter Control Based on Reinforcement Learning with Replacing Eligibility Traces Yu-Jun Yang, Jia-Pin Chen, Jun-Shi Cheng, Chen Zhang and Yong-Li Xiao 860 Medical Image Series Segmentation Using Watershed Transform and Active Contour Model Fu-Ping Zhu, Jie Tian, Xi-Ping Luo and Xing-Fei Ge 865 Memory-Based Social Agent's Actions And Mental States Design Model Kun Shao, Zong-Tian Liu and Zhi-Yong Sun 871 Fuzzy Tabu Search Method for the Clustering Problem Hong-Bing Xu, Hou-Jun Wang and Chun-Guang Li 876 A Hybrid Algorithm for the Assignment Problem Hong-Bing Xu, Hou-Jun Wang and Chun-Guang Li 881 Adaptive Speech Enhancement Based on Wavelet in High Noise Environment Yan Zhu, Xue-Yao Li and Ru-Bo Zhang 885 Weak Learning Algorithm for Multi-Label Multiclass Text Categorization Yan-Yong Xu, Xian-Zhong Zhou and Zhong-Wei Guo 890 CURE-NS: A Hierarchical Clustering Algorithm with New Shrinking Scheme Yun-Tao Qian, Qing-Song Shi and Qi Wang 895 Real-Time Learning Control Method and its Application to Ac-Servomotor Control Zhong-KeShi 900 Compression-Coded Genetic Algorithms and it's Application in Traffic Control Yan-Ke Shi and Zhong-Ke Shi D Shape Measurement Based Computer Vision Wen-Ge Wang, Zhang- Yi Hu and Zong-Yu Shun 910 A Fast Algorithm of Mining Association Rules in Network Management Pei-Qi Liu, Zeng-Zhi Li, Yu-Xi Chen and Yin-Liang Zhao 915 A Hybrid Fuzzy Current Regulator for Three-Phase Voltage Source PWM-Inverter Guang-Da Chen, Wei-You Cai, Tian-Fu Cai and Hai-Feng Liu 919 Compound Fuzzy Neural Control with Application to Hydro-Turbine Governing System Wei-You Cai, Hai-Feng Liu, Guang-Da Chen, Pin-Mei Yie and Yu-Sheng Cao 924

5 Real-Time Topics Extraction and Visualization in Online Discussions Yao-Dong Li, Xiao-Ji Zhou, Xia Cui and Ru-Wei Dai 928 A Real-Time Vehicle Flow-Measuring Algorithm for Complex Urban Intersection in The Daytime Zhang Chuang, Zhang Zhi, Zhang Bin, Hao Shen, Wu Ming and Guo Jun 934 Adding the Webpage Quality Factors Into the Hyperlinks Yue Liu, Bin Wang and Guo-Jie Li 939 Improved Feature Selection Approach TFIDF in Text Mining Li-Ping Jing, Hou-Kuan Huang and Hong-Bo Shi ; The Improvement of Genetic Algorithm Searching Performance Jin Cheng, Wei Chen, Li Chen and Yao Ma 947 The Test-Bed of Multi-Intelligent Control Algorithms Based on DSP Rong-Bao Chen, Min-Rui Fei, Hong-Hui Deng and Yun-Zhi Huang 952 Using Gasa to Solve Distributed Real-Tune Scheduling Problems Wei Pu and Yi-Ren Zou 958 New Intelligent Decision Support Systems Based on Information Mining Xin-Zhong Chen, Yan Li and Bing-Ru Yang 962 Agile Bayesian Belief Networks and Application on Complex System Reliability Growth Analysis Hua-Wei Wang, Jing-Lun Zhou, Zu-Yu He and Ji-Chang Sha * 968 Using Bayesian Belief Networks to Evaluate Credit Guarantee Risk Zu-Yu He, Yu-Qi Han, Hua-Wei Wang and Qiang Mei 973 Web Categorization Using Hybrid Algorithms Wei-Guo Ye and Zheng-Ding Lu 978 Robust Region Stabilities for Uncertain Singular Systems Dong-Wen Zhang, Qing-He Wul and Wen-Hui Wang 982 Research and Development in Web Usage Mining System Key Issues and Proposed Solutions: a Survey Feng Zhang and Hui-You Chang 986 Document Segmentation Using Wavelet-Domain Multi-State Hidden Markov Models Jin-Ping Song, Xiao-Yi Yang, Yu-Hua Hou and Yuan Y. Tang 991 Adaptive Pbil Algorithm Based on Information Entropy and its Application to Flow Shop Scheduling Problem Kun-Yuan Hu, Chun-Guang Chang, Bing-Lin Zheng and Ding-Wei Wang 995 Research on Automated Recognizing and Interpreting Architectural Drawings Xiao-Peng Xi, Wan-Chun Dou, Tong Lu and Shi-Jie Cai 1000 A Novel Adaptive Acoustic Echo Cancellation for Teleconference Systems Xiao Hu, Qiang Luo, Tian-You Cai and Ai-Qun Hu 1005 Edge Enhancement Using Fuzzy Reasoning Technique Qian Chen and Nan-Ning Zheng 1010 Distributed Simulation Algorithms of Generalized Differential Petri Nets Ya-Li Wu, Jian-chao Zeng and Guo-ji Sun 1013 RBR and Fuzzy Comprehensive Judgment Method Based Parts Locating Design Automation Guang-Feng Chen and Wen-Jian Liu 1018 Genetic Algorithm Based Dynamic Parameter Learning for Text Retrieval Chuan Lin, Shao-Ping Ma, Min Zhang and Yi-Jiang Jin 1024 Mining Constrained Cube Gradient Using Condensed Cube Yu-Bao Liu, Yu-Cai Feng and Jian-Lin Feng 1028 MAS Collaboration and Machine Learning Method for Robot Soccer Qian Hu, Ming-Rui Fei and Xia-Ei Feng 1034 Typeset Mathematical Expression Analysis Jian-Ming Jin, Zhi Han and Qing-Ren Wang 1038 Self-Learning Error Compensation in Cnc Grinding Xin-Cheng Tian, Bo Peng and Qing Xu 1044 Discrimination Between Printed and Handwritten Characters for Check OCR System Wei-Ran Xu, Hong-Gang Zhang, Jun Guo and Guang Chen 1048 Handwritten Legal Amounts Segmentation for Check Reader Based on Simple Bayesian Classifier Wei-Ran Xu, Wu-Gui Yu, Jun Guo and Wu Di 1054 Semantic Integration of XML Schema Yan-Feng Zhang and Wei-Yi Liu 1058 Research on Algorithm of Decision Tree Induction Hua Ding and Xiu-Kun Wang 1062 A New Method of Robust Detection for Speech Stream Xue-Yao Li, Li-Ran Shen, Xu Dong and Ru-Bo Zhang 1066 New Matrix Method for Analyzing Steel Making Process Hui-Min Gao, Jian-Chao Zeng, Guo-Ji Sun and Ya-Li Wu 1070

6 Product Hierarchy-Based Customer Profilesfor Electronic Commerce Recommendation Li Niu, Xiao-Wei Yan, Cheng-Qi Zhang and Shi-Chao Zhang 1075 An Algorithm of Handwritten Digits Segmentation Based on Multi-Mould Hong-Gang Zhang, Gang Liu, Wei-Ran Xu and Jun Guo 1081 Using Learning Samples to Construct Fuzzy Logic Systems with the Application to Inverted Pendulum Control Zhi-Hao Xu, Dong-Ming Jin and Zhi-Jian Li 1085 A Novel Control Algorithm Based on Immune Feedback Principle Zhen-Qiang Qi, Guang-Da Hu, Zhao-Hua Yang and Fu-En Zhang 1089 Low State-Space Complexity and High Coverage Markov Browsing Forecast Dong-Shan Xing and Jun-Yi Shen 1093 Vision Based Algorithm for Automatic Recognition of Cutting Line of Clothes Label Tapes Mei Yu, Gang-Yi Jiang, Sai-Long He, Ming Yang and Bo-Kang Yu 1098 The Design of Efficient XML Document Model Jun Wen, Rui Zhang and Xianliang Lu 1102 New Approach to Vision-Based BGA Package Inspection Mei Yu, Gang-Yi Jiang, Sai-Long He, Bo-Kang Yu and Ran-Di Fu 1107 Rotor Position Angle Estimation and Speed Control in SRD Using Fuzzy Logic Based Motor Model Jiao-Min Liu, Yu-Long Cui, Xue-Ling Song and Xue-Chuan Hou 1111 Knowledge Increasable Neural Network Based on Self-Containing Neural Modules Hua Huang, Si-Wei Luo, Yun-Hui Liu and Yu-Hua Guo 1116 Application of Neural Network Methodfor Process Synthesis Wen-Jun Zhang, Jian-Lin Liang, Xiao-Feng Xie, Li-Lin Tian and Zhi-Lian Yang 1121 Content-Based Image Retrieval System with New Low-Level Fetures, New Similarity Metric, and Novel Feedback Learning Xue-LongLi 1126 Naked People Retrieval Based on Adaboost Learning Liang-Liang Cao, Xue-Long Li, Neng-Hai Yu and Zheng-Kai Liu 1133 A Novel Network Management Architecture Based on Corba and Intelligent Agent Technology Jin-Xiang Zhang, Jian-Ping Wu and Ji-Long Wang 1139 Research on Content-Based Chinese Word Retrieval Chen Lin and Lei Li 1144 Application of Rough Set Theory and Artificial Neural Network for Load Forecasting Qiu-Dan Li, Zhong-Xian Chi and Wen-Bing Shi Automatic Video Classification Using Decision Tree Method Ye Yuan, Qin-Bao Song and Jun-Yi Shen 1153 Feature Selection in Recognition of Handwritten Chinese Characters Li-Xin Zhang, Yan-Nan Zhao, Ze-Hong Yang and Jia-Xin Wang 1158 Classification of Dialogue Acts Using Prosodic Features in Chinese Spontaneous Speech Hui Sun, Ming-Xing Xu and Wen-Hu Wu 1163 Automatic Text Detection in Complex Color Image Jiang Wu, Shao-Lin Qu, Qing Zhuo and Wen-Yuan Wang 1167 A Genetic Algorithm for Optimizing the MPSOF a Processing-Assembly Production Line With Identical Machines Yi Wu, Min Liu and Cheng Wu 1172 A Fuzzy Logic with Similarity Jia-Bing Wang, Zheng-Quan Xu and Neng-Chao Wang 1178 Dynamic Multi-Agent Influence Diagrams for Modeling Multistage Games Zhong-Yu Zhang, Wei-Yu Liu and Wei-Hua Li 1184 Noise-Immune SVM Classifier With Uneven Class Sizes in Wastewater Treatment Process Xin-Wei Fan, Shu-Xin Du and Tie-Jun Wu 1189 A Frequency Spectrum Analysis Method for Eddycurrent Nondestructive Testing Xiao-MeiPei, Hong-Sheng Liang and Yong-Ming Qiao 1194 Active Learning with Simplified SVMs for Spam Categorization Kun-Lun Li, Kai Li, Hou-Kuan Huang and Sheng-Feng Tian 1198 A Novel Multi-Class SVM Classifier Based on DDAG Kun-Lun Li, Hou-Kuan Huang and Sheng-Feng Tian 1203 A Social Cognition Model Applied to General Combinatorial Optimization Problem Yi-Xin Yu and Hong-Peng Zhang 1208 An Improving Mining Algorithm Aiming at a Kind of Specific Function of Degree of Interest Tian-Rui Li, Jun Ma and Yang Xu Data Modeling in Machine Learning Based on Information-Theoretic Measures Yun-Hui Liu, Ai-Jun Li and Si-Wei Luo 1219 Optimal Decision Rules Based on Inclusion Degree Theory Ju-Sheng Mi, Wen-Xiu Zhang and Wei-Zhi Wu 1223